There are some weeks where the conversation around building safety feels impossible to separate from politics. This Friday’s Cladding Matters is likely to be one of those episodes.

The first part of the programme will look at the results of the recent local elections and what they may mean for housing, remediation, accountability and public confidence going forward. Elections always create headlines, although for residents living in affected buildings the bigger question is often much simpler - will anything actually change?

For many people caught up in long-running remediation issues, frustration has centred around communication, delays and whether concerns are genuinely being listened to. Changes inside council chambers may bring optimism, yet they can also create fresh uncertainty about priorities and direction.

It will be interesting to see whether the latest results lead to any noticeable shift in tone across parts of local government where building safety disputes have become deeply entrenched over recent years.

As always, Gareth Wax will be in the chair alongside Hamish McLay and Stephen Day, continuing the wider conversation around residents, responsibility and the realities facing those living through remediation projects.

The second half of this week’s episode moves into a very different area, although one that may become increasingly important across the property and construction sectors over the next few years - artificial intelligence and remediation.
Joining the programme will be Rashik Parmar, who will help explore one of the quieter yet potentially most important questions surrounding AI in building safety.

The data itself.

There is growing excitement around the role AI could play in remediation, compliance, reporting and risk management. From analysing documents to identifying patterns and helping manage large-scale projects, the possibilities sound impressive. Yet there is a serious question sitting underneath much of the discussion.

What happens if the data being fed into these systems is incomplete, inconsistent or simply wrong?

Across the UK building safety landscape, information is often spread across multiple organisations, consultants, contractors, councils and historic records. Different formats, missing documents and conflicting assessments are not unusual. Some buildings have detailed digital records. Others appear to have gaps stretching back years.

That creates a challenge which many outside the sector may not fully appreciate.

Artificial intelligence is only as reliable as the information it receives.

This week’s discussion will therefore avoid some of the exaggerated claims that can occasionally surround AI conversations. Instead, the focus will remain grounded and practical.

How ready is the UK building safety sector for AI-powered compliance?

Is the industry actually working from reliable enough information?

And across major enterprise AI deployments, is poor data quality a bigger obstacle than the technology itself?

These are important conversations because they move beyond hype and into the reality of implementation. It is one thing demonstrating what AI can theoretically achieve in controlled conditions. It is something very different attempting to apply it across fragmented real-world systems where records may be incomplete or disputed.

There is also a wider point developing here around trust.

Residents already dealing with uncertainty over remediation costs, safety assessments and timelines are unlikely to feel reassured simply because the word “AI” has been added into the process. Confidence will still depend upon transparency, accuracy and accountability.

In many ways, this conversation connects back to the opening discussion around politics and public trust. Whether discussing councils, remediation schemes or emerging technology, people ultimately want confidence that decisions are being made using reliable information and honest judgement
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Cladding Matters airs live this Friday at 1pm with Gareth Wax, Hamish McLay, Stephen Day and guest Rashik Parmar.
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